Microsoft Corp. is in advanced talks to buy artificial intelligence and speech technology company Nuance Communications Inc., according to people familiar with the matter.

An agreement could be announced as soon as this week, said the people, who asked not to be identified because the information is private. The price being discussed could value Nuance at about $56 a share, though the terms could still change, one of the people said.